Make sure the unlearning code is unilateral in all repos and Up to date ReadMe

[Adamliu1]

• REVIEW Decide what settings we want to use -> scheduling yes/no?
• Produce a readme with an up-to-date running command.

[Willmish]

out of date for now, revisit when experimental stage over and repo ready for release